The usage of with

"And with them doing nothing to stop us, all we got to do is scurry in smash those disgusting bipeds..."

I guess that the definition of this with is Coubuild's "You use with to introduce a current situation that is a factor affecting another situation". Am I correct? And them denotes the Powerpuff girls, right?

The line is quoted from 5:30 of the following cartoon